Upload Date | October 23 2021 10:24 PM |
Views | 3 |
System Information | |
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Operating System | Android 12 |
Model | Google Pixel 3 XL |
Model ID | Google Pixel 3 XL |
Motherboard | crosshatch |
Governor | schedutil |
CPU Information | |
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Name | Qualcomm Qualcomm |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 81 architecture 8 variant 6 part 2050 revision 13 |
Base Frequency | 1.77 GHz |
Cluster 1 | 4 Cores @ 1.77 GHz |
Cluster 2 | 4 Cores @ 2.80 GHz |
Memory Information | |
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Size | 3.50 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
193
20.6 IPS |
|
Image Classification (F16)
|
100% |
191
20.5 IPS |
|
Image Classification (I8)
|
81% |
153
16.4 IPS |
|
Image Segmentation (F32)
|
100% |
268
1.65 IPS |
|
Image Segmentation (F16)
|
100% |
268
1.65 IPS |
|
Image Segmentation (I8)
|
89% |
559
3.45 IPS |
|
Pose Estimation (F32)
|
100% |
126
0.51 IPS |
|
Pose Estimation (F16)
|
100% |
126
0.51 IPS |
|
Pose Estimation (I8)
|
80% |
175
0.71 IPS |
|
Object Detection (F32)
|
100% |
181
6.36 IPS |
|
Object Detection (F16)
|
100% |
177
6.23 IPS |
|
Object Detection (I8)
|
52% |
208
7.30 IPS |
|
Face Detection (F32)
|
100% |
242
2.78 IPS |
|
Face Detection (F16)
|
100% |
243
2.79 IPS |
|
Face Detection (I8)
|
75% |
338
3.88 IPS |
|
Text Classification (F32)
|
100% |
158
62.5 IPS |
|
Text Classification (F16)
|
100% |
165
65.1 IPS |
|
Machine Translation (F32)
|
100% |
182
28.0 IPS |
|
Machine Translation (F16)
|
100% |
191
29.5 IPS |